The Hitachi/JHU CHiME-5 system: Advances in speech recognition for everyday home environments using multiple microphone arrays

Naoyuki Kanda,Rintaro Ikeshita,Shota Horiguchi,Yusuke Fujita,Kenji Nagamatsu,Xiaofei Wang,Vimal Manohar,Nelson Enrique Yalta Soplin,Matthew Maciejewski,Szu-Jui Chen,Aswin Shanmugam Subramanian,Ruizhi Li,Zhiqi Wang, Jason Naradowsky,L Paola Garcia-Perera,Gregory Sell

The 5th International Workshop on Speech Processing in Everyday Environments (CHiME 2018), Interspeech（2018）

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摘要

Speed: 0.9, 1.0, 1.1 Volume: 0.125–2.0 Reverberation: Generate impulse responses of simulated rooms by image method. Follow the settings of {small, medium}-size rooms in [1]. Noise: Add non-speech region of array data with SNR of {20, 15, 10, 5, 0} Bandpass: Randomly-selected frequency band was cut off.(leave at least 1,000 Hz band within the range of less than 4,000 Hz)

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